HIPS / pgmultLinks
Dependent multinomials made easy: stick-breaking with the Pólya-gamma augmentation
☆61Updated 5 years ago
Alternatives and similar repositories for pgmult
Users that are interested in pgmult are comparing it to the libraries listed below
Sorting:
- Fast C code for sampling Polya-gamma random variates. Builds on Jesse Windle's BayesLogit library.☆85Updated 5 years ago
- NumPy implementation of infinite latent feature model (aka Indian Buffet Process or IBP)☆52Updated 7 years ago
- ☆156Updated 6 years ago
- Variational Fourier Features☆87Updated 4 years ago
- General Latent Feature Modeling for Heterogeneous data☆50Updated last year
- ☆99Updated 7 years ago
- Implementation of an algorithm for Markov chain Monte Carlo with data subsampling☆32Updated 9 years ago
- Recognizing and exploiting conjugacy without a domain-specific language☆36Updated 6 years ago
- Implementation of Mapper algorithm for Topological Data Analysis☆46Updated 5 years ago
- TensorFlow implementation for training MCMC samplers from the paper: Generalizing Hamiltonian Monte Carlo with Neural Network☆184Updated 7 years ago
- Scikit-learn compatible estimation of general graphical models☆249Updated 7 months ago
- Randomized online matrix factorization☆139Updated 5 years ago
- ☆12Updated 2 years ago
- ELFI - Engine for Likelihood-Free Inference☆281Updated 9 months ago
- Collapsed Variational Bayes☆72Updated 6 years ago
- Generalized Dynamic Topic Models using Gaussian Processes☆20Updated 7 years ago
- Fastidious accounting of entropy streams into and out of optimization and sampling algorithms.☆33Updated 9 years ago
- Reducing Reparameterization Gradient Variance code.☆33Updated 8 years ago
- Library of common tools for machine learning research.☆41Updated 8 years ago
- Python implementation of Markov Jump Hamiltonian Monte Carlo☆24Updated 8 years ago
- Implementation of Hidden Markov Models in pymc3☆62Updated 8 years ago
- ABCpy package☆117Updated 2 weeks ago
- My PhD Thesis☆22Updated 9 years ago
- Code for the icml paper "zero inflated exponential family embedding"☆29Updated 8 years ago
- Modelling epidemiological dynamics and performing inference in these models☆27Updated 4 years ago
- Summaries and minimal implementations of ML / statistics research articles.☆39Updated 4 years ago
- Bayesian dessert for Lasagne☆83Updated 8 years ago
- NeurIPS 2016. Linear-time interpretable nonparametric two-sample test.☆64Updated 7 years ago
- Movies Recommendation with Hierarchical Poisson Factorization in Edward☆18Updated 8 years ago
- ☆30Updated 8 years ago